My mother is tall and she is always fun! = My mom is a tall and fun-loving woman.

My father is shorter ( A bit ) then my mother and he is always fun too! = My father is a bit shorter compare to my mom, but he is a man with a good sense of humor.

I love them because they love me!

NOTE:

fun-loving: (adj.) (of a person) light-hearted and lively.